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Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis

BACKGROUND: Network abnormalities could help explain physical disability in multiple sclerosis (MS), which remains poorly understood. OBJECTIVE: This study investigates functional network efficiency changes in the sensorimotor system. METHODS: We included 222 MS patients, divided into low disability...

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Autores principales: Strik, Myrte, Chard, Declan T, Dekker, Iris, Meijer, Kim A, Eijlers, Anand JC, Pardini, Matteo, Uitdehaag, Bernard MJ, Kolbe, Scott C, Geurts, Jeroen JG, Schoonheim, Menno M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8358536/
https://www.ncbi.nlm.nih.gov/pubmed/33104448
http://dx.doi.org/10.1177/1352458520966292
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author Strik, Myrte
Chard, Declan T
Dekker, Iris
Meijer, Kim A
Eijlers, Anand JC
Pardini, Matteo
Uitdehaag, Bernard MJ
Kolbe, Scott C
Geurts, Jeroen JG
Schoonheim, Menno M
author_facet Strik, Myrte
Chard, Declan T
Dekker, Iris
Meijer, Kim A
Eijlers, Anand JC
Pardini, Matteo
Uitdehaag, Bernard MJ
Kolbe, Scott C
Geurts, Jeroen JG
Schoonheim, Menno M
author_sort Strik, Myrte
collection PubMed
description BACKGROUND: Network abnormalities could help explain physical disability in multiple sclerosis (MS), which remains poorly understood. OBJECTIVE: This study investigates functional network efficiency changes in the sensorimotor system. METHODS: We included 222 MS patients, divided into low disability (LD, Expanded Disability Status Scale (EDSS) ⩽3.5, n = 185) and high disability (HD, EDSS ⩾6, n = 37), and 82 healthy controls (HC). Functional connectivity was assessed between 23 sensorimotor regions. Measures of efficiency were computed and compared between groups using general linear models corrected for age and sex. Binary logistic regression models related disability status to local functional network efficiency (LE), brain volumes and demographics. Functional connectivity patterns of regions important for disability were explored. RESULTS: HD patients demonstrated significantly higher LE of the left primary somatosensory cortex (S1) and right pallidum compared to LD and HC, and left premotor cortex compared to HC only. The logistic regression model for disability (R(2) = 0.38) included age, deep grey matter volume and left S1 LE. S1 functional connectivity was increased with prefrontal and secondary sensory areas in HD patients, compared to LD and HC. CONCLUSION: Clinical disability in MS associates with functional sensorimotor increases in efficiency and connectivity, centred around S1, independent of structural damage.
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spelling pubmed-83585362021-08-13 Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis Strik, Myrte Chard, Declan T Dekker, Iris Meijer, Kim A Eijlers, Anand JC Pardini, Matteo Uitdehaag, Bernard MJ Kolbe, Scott C Geurts, Jeroen JG Schoonheim, Menno M Mult Scler Original Research Papers BACKGROUND: Network abnormalities could help explain physical disability in multiple sclerosis (MS), which remains poorly understood. OBJECTIVE: This study investigates functional network efficiency changes in the sensorimotor system. METHODS: We included 222 MS patients, divided into low disability (LD, Expanded Disability Status Scale (EDSS) ⩽3.5, n = 185) and high disability (HD, EDSS ⩾6, n = 37), and 82 healthy controls (HC). Functional connectivity was assessed between 23 sensorimotor regions. Measures of efficiency were computed and compared between groups using general linear models corrected for age and sex. Binary logistic regression models related disability status to local functional network efficiency (LE), brain volumes and demographics. Functional connectivity patterns of regions important for disability were explored. RESULTS: HD patients demonstrated significantly higher LE of the left primary somatosensory cortex (S1) and right pallidum compared to LD and HC, and left premotor cortex compared to HC only. The logistic regression model for disability (R(2) = 0.38) included age, deep grey matter volume and left S1 LE. S1 functional connectivity was increased with prefrontal and secondary sensory areas in HD patients, compared to LD and HC. CONCLUSION: Clinical disability in MS associates with functional sensorimotor increases in efficiency and connectivity, centred around S1, independent of structural damage. SAGE Publications 2020-10-26 2021-08 /pmc/articles/PMC8358536/ /pubmed/33104448 http://dx.doi.org/10.1177/1352458520966292 Text en © The Author(s), 2020 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research Papers
Strik, Myrte
Chard, Declan T
Dekker, Iris
Meijer, Kim A
Eijlers, Anand JC
Pardini, Matteo
Uitdehaag, Bernard MJ
Kolbe, Scott C
Geurts, Jeroen JG
Schoonheim, Menno M
Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
title Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
title_full Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
title_fullStr Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
title_full_unstemmed Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
title_short Increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
title_sort increased functional sensorimotor network efficiency relates to disability in multiple sclerosis
topic Original Research Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8358536/
https://www.ncbi.nlm.nih.gov/pubmed/33104448
http://dx.doi.org/10.1177/1352458520966292
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